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@ -6,9 +6,11 @@ resolution image will be a big challenge to deal with. |
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Many researches show that Super-resolution may improve the accuracy of |
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object detection on low resolution images. |
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%% long-term care? |
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In this work, we detect the turn over while sleeping. |
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To deal with low resolution image, we fuse the images from multiple infrared |
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cameras, and enhance the resolution by SRCNN. The noise not only from the sensor |
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itself but also the residual body temperature on bed after turn over. |
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In this work, we detect the turning over while sleeping with low-resolution |
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thermal sensors. To improve the accuracy of detection, we fuse the data from multiple |
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sensors and use SRCNN to enhance the resolution. We also propose a method to reduce the |
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noise caused by the residual body temperature on bed after turn over while detect the |
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pose and turning over. The accuracy of pose detection is 65\%, and the |
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turning over detection has 50\% recall rate and 83\% precision. |
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\end{abstract} |